{"id":"W4401462645","doi":"10.1353/ces.2024.a934427","title":"Comfortably \"Western\": How Chinese International Students Imagine Canada","year":2024,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003885948,0.0001595677,0.0001820014,0.0001654164,0.0002854074,0.0001310745,0.0006262643,0.00005075682,0.0001977491],"category_scores_gemma":[0.0002554639,0.0001404264,0.00006634991,0.0002497902,0.00016388,0.0002290546,0.00009042111,0.0001718761,0.00003831037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850226,"about_ca_system_score_gemma":0.001262305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768173,"about_ca_topic_score_gemma":0.9998734,"domain_scores_codex":[0.9982933,0.00005027911,0.0001511067,0.0002668823,0.0008155463,0.0004229083],"domain_scores_gemma":[0.999214,0.0001816066,0.00003145925,0.00009855444,0.0002169038,0.0002574579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002299196,0.00005483871,0.1226143,0.0001203601,0.003744495,0.001640037,0.3350582,0.00002408577,0.00001437295,0.01741536,0.4194448,0.09984618],"study_design_scores_gemma":[0.0003314943,0.00002020842,0.2523983,0.0001484075,0.00004613745,0.000004656215,0.1121925,0.0000214693,0.000004297526,0.00111848,0.6332744,0.0004396477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6250983,0.1649923,0.000005683316,0.1547529,0.01949839,0.0004107057,0.0002310025,0.0001631938,0.0348475],"genre_scores_gemma":[0.9567046,0.01462179,0.000007328691,0.001024411,0.001404287,0.00002082952,0.0000223786,0.00001604612,0.0261783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316063,"threshold_uncertainty_score":0.5726421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08931514740854361,"score_gpt":0.4300210285582352,"score_spread":0.3407058811496916,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}